The table below looks at the statistics for Mahout skills in IT jobs advertised for the England region. Included is a guide to the salaries offered in IT jobs that have cited Mahout over the 3 months to 21 January 2017 with a comparison to the same period over the previous 2 years.

3 months to
21 Jan 2017
Same period 2016 Same period 2015
Apache Mahout
UK / England
Rank 815 869 882
Rank change year-on-year
+54 +13
Permanent jobs citing Mahout 12 46 32
As % of all permanent IT jobs located in England 0.015% 0.049% 0.033%
As % of the Database & Business Intelligence category 0.051% 0.15% 0.11%
Number of salaries quoted 10 40 28
Median salary £67,500 £68,750 £62,500
Median salary % change year-on-year
-1.81% +10.00%
90% offered a salary of more than £52,250 £52,500 £40,000
10% offered a salary of more than £115,000 £100,000 £80,000
UK excluding London median salary £65,000 £75,000 £52,500
% change year-on-year
-13.33% +42.85%

The following table is for comparison with the above and provides statistics for the entire Database & Business Intelligence category in permanent jobs advertised in the England region.

Database & Business Intelligence Category
England
Permanent IT job ads with a match in the
Database & Business Intelligence category
23449 30041 30307
As % of all permanent IT jobs located in England 30.15% 32.22% 30.90%
Number of salaries quoted 20330 25748 26170
Median salary £50,000 £50,000 £45,000
Median salary % change year-on-year
- +11.11%
90% offered a salary of more than £32,500 £32,500 £31,000
10% offered a salary of more than £75,000 £70,000 £72,500
UK excluding London median salary £43,000 £42,500 £40,000
% change year-on-year
+1.17% +6.25%

Mahout
Jobs Demand Trend in England

The demand trend of job ads across the England region citing Mahout as a proportion of all IT jobs with a match in the Database & Business Intelligence category.

Mahout Jobs Demand Trend in England

Mahout
Salary Trend in England

This chart provides the 3-month moving average for salaries quoted in permanent IT jobs citing Mahout across the England region.

Mahout Salary Trend in England

Mahout
Salary Histogram in England

This chart provides a salary histogram for IT jobs citing Mahout across the England region over the 3 months to 21 January 2017.

Mahout Salary Histogram in England

Mahout
Job Locations in England

The table below looks at the demand and provides a guide to the median salaries quoted in IT jobs citing Mahout within the England region over the 3 months to 21 January 2017. The 'Rank Change' column provides an indication of the change in demand within each location based on the same 3 month period last year.

Location Rank Change
on Same Period
Last Year
Matching
Permanent
IT Job Ads
Median Salary
Last 3 Months
Median Salary
% Change
on Same Period
Last Year
Live
Job
Vacancies
London +30 11 £70,000 +1.81% 3
East of England +16 1 £65,000 -
Mahout
UK

Mahout
Top 30 Related IT Skills in England

For the 6 months to 21 January 2017, IT jobs citing Mahout also mentioned the following skills in order of popularity. The figures indicate the number co-occurrences and its proportion to all job ads across the England region with a requirement for Mahout.

1 24 (96.00%) Hadoop
2 21 (84.00%) R
3 19 (76.00%) Apache Pig
4 18 (72.00%) Analytics
4 18 (72.00%) Apache Hive
4 18 (72.00%) Python
5 17 (68.00%) Big Data
5 17 (68.00%) Analytical Skills
6 16 (64.00%) SQL
7 14 (56.00%) MongoDB
8 12 (48.00%) Open Source
8 12 (48.00%) Finance
9 11 (44.00%) Business Intelligence
9 11 (44.00%) NoSQL
10 10 (40.00%) Machine Learning
10 10 (40.00%) Data Analytics
10 10 (40.00%) Visualisation
10 10 (40.00%) Apache Spark
10 10 (40.00%) Computer Science
11 9 (36.00%) PostgreSQL
11 9 (36.00%) Amazon AWS
11 9 (36.00%) Neo4j
12 8 (32.00%) HBase
12 8 (32.00%) Amazon EMR
12 8 (32.00%) Amazon EC2
12 8 (32.00%) Data Visualisation
12 8 (32.00%) MapReduce
12 8 (32.00%) Time Series Analysis
12 8 (32.00%) Java
12 8 (32.00%) Apache

Mahout
Top Related IT Skills in England by Category

The follow tables expand on the table above by listing co-occurrences grouped by category. The same job type, locality and period is covered with up to 20 co-occurrences shown in each of the following categories:

Application Platforms
1 19 (76.00%) Apache Pig
2 10 (40.00%) Apache Spark
3 8 (32.00%) Apache
4 7 (28.00%) SAS
5 1 (4.00%) Apache Geronimo
5 1 (4.00%) Apache Solr
5 1 (4.00%) GlassFish
5 1 (4.00%) JBoss
5 1 (4.00%) Tomcat
5 1 (4.00%) WebSphere
Applications
1 7 (28.00%) SPSS
2 1 (4.00%) MS Excel
2 1 (4.00%) Weka
Cloud Services
1 9 (36.00%) Amazon AWS
2 8 (32.00%) Amazon EC2
2 8 (32.00%) Amazon EMR
3 6 (24.00%) Amazon S3
4 2 (8.00%) Cloud Computing
5 1 (4.00%) Google Cloud Platform
5 1 (4.00%) Microsoft Azure
Communications & Networking
1 2 (8.00%) Internet
Database & Business Intelligence
1 24 (96.00%) Hadoop
2 18 (72.00%) Apache Hive
3 17 (68.00%) Big Data
4 14 (56.00%) MongoDB
5 11 (44.00%) NoSQL
6 9 (36.00%) Neo4j
6 9 (36.00%) PostgreSQL
7 8 (32.00%) HBase
8 7 (28.00%) Impala
8 7 (28.00%) RDBMS
8 7 (28.00%) Relational Database
9 6 (24.00%) Data Mining
10 4 (16.00%) Apache Cassandra
10 4 (16.00%) Data Warehouse
10 4 (16.00%) Pentaho
10 4 (16.00%) Sqoop
11 3 (12.00%) OLAP
11 3 (12.00%) SQL Server
12 2 (8.00%) MarkLogic
12 2 (8.00%) Triplestore
Development Applications
1 8 (32.00%) Git (software)
2 6 (24.00%) Jenkins
2 6 (24.00%) Vagrant
2 6 (24.00%) Yeoman
3 2 (8.00%) Talend Open Studio
4 1 (4.00%) Ant
4 1 (4.00%) Gradle
4 1 (4.00%) Maven
General
1 12 (48.00%) Finance
2 6 (24.00%) Banking
3 5 (20.00%) Manufacturing
3 5 (20.00%) Retail
3 5 (20.00%) Telecoms
4 1 (4.00%) Automotive
4 1 (4.00%) Back Office
4 1 (4.00%) Games
4 1 (4.00%) Music Industry
Job Titles
1 11 (44.00%) Data Scientist
2 9 (36.00%) Consultant
3 8 (32.00%) Data Consultant
4 6 (24.00%) Architect
4 6 (24.00%) Data Architect
4 6 (24.00%) Senior Data Scientist
5 5 (20.00%) Analytics Consultant
5 5 (20.00%) Analytics Manager
5 5 (20.00%) Data Analytics Consultant
5 5 (20.00%) Data Analytics Manager
5 5 (20.00%) Data Manager
5 5 (20.00%) Senior Analytics Manager
5 5 (20.00%) Senior Consultant
5 5 (20.00%) Senior Manager
6 3 (12.00%) Big Data Architect
6 3 (12.00%) Big Data Consultant
6 3 (12.00%) Developer
7 2 (8.00%) Junior
7 2 (8.00%) Junior Data Scientist
7 2 (8.00%) Python Developer
Libraries, Frameworks & Software Standards
1 7 (28.00%) D3.js
1 7 (28.00%) Natural Language Processing
1 7 (28.00%) Pandas
1 7 (28.00%) scikit-learn
2 6 (24.00%) Cascalog
2 6 (24.00%) JSON
2 6 (24.00%) SciPy
3 3 (12.00%) CSS
3 3 (12.00%) HTML
3 3 (12.00%) J2EE
3 3 (12.00%) JSON-LD
3 3 (12.00%) Web Services
3 3 (12.00%) XML
4 2 (8.00%) AngularJS
4 2 (8.00%) CSS3
4 2 (8.00%) Django
4 2 (8.00%) HTML5
4 2 (8.00%) jQuery
4 2 (8.00%) Node.js
5 1 (4.00%) JPA
Miscellaneous
1 17 (68.00%) Analytical Skills
2 10 (40.00%) Computer Science
2 10 (40.00%) Visualisation
3 5 (20.00%) Mathematics
4 4 (16.00%) Statistics
5 3 (12.00%) Blockchain
6 2 (8.00%) Algorithms
6 2 (8.00%) Management Information System
6 2 (8.00%) Virtual Team
7 1 (4.00%) Bitcoin
7 1 (4.00%) Cryptocurrency
7 1 (4.00%) Data Extraction
7 1 (4.00%) Economics
7 1 (4.00%) Enterprise Software
7 1 (4.00%) Neural Network
7 1 (4.00%) Replication
Operating Systems
1 5 (20.00%) Linux
Processes & Methodologies
1 18 (72.00%) Analytics
2 12 (48.00%) Open Source
3 11 (44.00%) Business Intelligence
4 10 (40.00%) Data Analytics
4 10 (40.00%) Machine Learning
5 8 (32.00%) Data Visualisation
5 8 (32.00%) MapReduce
5 8 (32.00%) Statistical Analysis
5 8 (32.00%) Time Series Analysis
6 7 (28.00%) Data Munging
7 6 (24.00%) Computer Vision
7 6 (24.00%) Continuous Integration
7 6 (24.00%) Data Analysis
7 6 (24.00%) Operations Research
7 6 (24.00%) Sentiment Analysis
7 6 (24.00%) Unit Testing
7 6 (24.00%) User Stories
8 5 (20.00%) Bioinformatics
8 5 (20.00%) Data Modelling
8 5 (20.00%) ETL
Programming Languages
1 21 (84.00%) R
2 18 (72.00%) Python
3 16 (64.00%) SQL
4 8 (32.00%) Java
5 7 (28.00%) Cypher
6 6 (24.00%) Bash Shell
6 6 (24.00%) Clojure
6 6 (24.00%) VBA
7 5 (20.00%) C++
8 4 (16.00%) PHP
9 3 (12.00%) C
9 3 (12.00%) C#
9 3 (12.00%) JavaScript
10 1 (4.00%) F#
10 1 (4.00%) Perl
10 1 (4.00%) PL/SQL
10 1 (4.00%) T-SQL
Qualifications
1 6 (24.00%) Degree
2 5 (20.00%) PhD
Quality Assurance & Compliance
1 1 (4.00%) Data Quality
System Software
1 6 (24.00%) Virtual Machines
1 6 (24.00%) VirtualBox
2 3 (12.00%) Apache Flume
3 2 (8.00%) HDFS
4 1 (4.00%) GPFS
Systems Management
1 1 (4.00%) Opscode Chef
Vendors
1 4 (16.00%) Cloudera
1 4 (16.00%) Teradata
1 4 (16.00%) Vertica
2 3 (12.00%) Cognos
2 3 (12.00%) Greenplum
2 3 (12.00%) IBM
2 3 (12.00%) MicroStrategy
2 3 (12.00%) Netezza
2 3 (12.00%) Oracle
3 2 (8.00%) EMC
3 2 (8.00%) Hortonworks
3 2 (8.00%) Informatica
3 2 (8.00%) Tableau
3 2 (8.00%) Talend
4 1 (4.00%) Alteryx
4 1 (4.00%) Microsoft
4 1 (4.00%) SAP
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